Artificial Intelligence Module
Artificial Intelligence Module
Artificial Intelligence Module Print Rush
Unit 1: Introduction to AI
In this unit, the focus is on understanding what Artificial Intelligence (AI) is and its significance in today's world. AI involves creating intelligent machines that can perform tasks requiring human-like intelligence through algorithms and data. Common uses of AI include chatbots, image recognition, autonomous vehicles, and more.
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Production Systems in AI
Production systems are a fundamental approach in AI for representing knowledge and decision-making. They consist of components such as a global database, production rules, and a control system. These systems can be classified into different types based on their characteristics and functionality, such as Monotonic, Non-monotonic, and Commutative Systems.
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Breadth First Search (BFS) and Depth First Search (DFS)
BFS and DFS are uninformed search techniques used in AI. BFS operates on the principle of FIFO (First In, First Out) using a queue, while DFS works on LIFO (Last In, First Out) using a stack. Each technique has its own time complexity and application, with BFS focusing on searching the shallowest node and DFS exploring the deepest node first.
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